Classifiers and random forests

Gaea has been extended with the features of linear classifiers and random forests. More specifically, algorithms are added for binary classification, such as perceptron, adaptive regularization of weighted vectors, soft confidence-weighted learning, and logistic regression, and multiclass classification, such as one-vs-one, and one-vs-rest. Random forest, as well as a global refinement of them, can be used for multiclass classification and univariate regression.

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